ai-agent/benchmarks.md

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# Standardized Performance Benchmarking Format
## Version 1.1.0
**Last Updated**: 2025-05-04T11:18:31-05:00
**Schema Version**: 1.1.0
## Required Sections
1. **Test Environment**
- Hardware specifications
- Software versions
- Network configuration
- Test date (ISO 8601 format)
2. **Security Requirements**
```markdown
1. Encryption: AES-256 for secrets
2. Access Control: RBAC implementation
3. Audit Logging: 90-day retention
4. Transport Security: TLS 1.3 required
5. Performance Targets:
- CLI Response ≤500ms (with security)
- Web API Response ≤800ms (with security)
- Memory ≤512MB
```
3. **Benchmark Methodology**
- Test duration
- Warmup period (minimum 5 runs)
- Measurement approach
- Iteration count (minimum 100)
- Test script reference
4. **JSON Schema Specification**
```json
{
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"required": [
"version",
"timestamp",
"environment",
"cli_interface",
"web_interface",
"test_parameters"
],
"properties": {
"version": {
"type": "string",
"pattern": "^\\d{4}\\.\\d$"
},
"timestamp": {
"type": "string",
"format": "date-time"
},
"environment": {
"type": "object",
"properties": {
"hardware": {"type": "string"},
"software": {"type": "string"},
"network": {"type": "string"},
"test_date": {"type": "string", "format": "date"}
}
},
"cli_interface": {
"$ref": "#/definitions/interfaceMetrics"
},
"web_interface": {
"$ref": "#/definitions/interfaceMetrics"
},
"test_parameters": {
"type": "object",
"properties": {
"iterations": {"type": "integer", "minimum": 100},
"warmup_runs": {"type": "integer", "minimum": 5},
"test_script": {"type": "string"},
"validation": {
"type": "object",
"properties": {
"schema": {"type": "string"},
"last_validated": {"type": "string", "format": "date-time"}
}
}
}
}
},
"definitions": {
"interfaceMetrics": {
"type": "object",
"properties": {
"baseline": {"$ref": "#/definitions/measurement"},
"security_metrics": {
"type": "object",
"properties": {
"rbac": {"$ref": "#/definitions/securityMeasurement"},
"tls": {"$ref": "#/definitions/securityMeasurement"},
"full_security": {"$ref": "#/definitions/securityMeasurement"}
}
}
}
},
"measurement": {
"type": "object",
"properties": {
"avg_time_ms": {"type": "number"},
"throughput_rps": {"type": "number"}
}
},
"securityMeasurement": {
"allOf": [
{"$ref": "#/definitions/measurement"},
{
"type": "object",
"properties": {
"overhead_ms": {"type": "number"}
}
}
]
}
}
}
```
5. **Validation Requirements**
1. JSON Schema validation
2. Timestamp format verification
3. Required field checks
4. Security metric completeness
5. Interface consistency validation
6. Test parameter validation
6. **Example CLI Benchmark**
```json
{
"cli_interface": {
"baseline": {
"avg_time_ms": 120,
"throughput_rps": 83.3
},
"security_metrics": {
"rbac": {
"avg_time_ms": 145,
"throughput_rps": 69.0,
"auth_overhead_ms": 25
}
}
}
}
```
7. **Version History**
- 1.1.0 (2025-05-04): Added CLI/web interface separation, standardized security metrics
- 1.0.0 (2025-04-15): Initial release
8. **Implementation Notes**
- Null values indicate unmeasured metrics
- Reference implementation: performance_logs.json
- Schema validation script: tests/performance/validate_schema.py
- Current implementation: performance_logs.json (v1.1.0)